Modelo de data mining para detecção de tumores em exames de rastreio

Dissertação para obtenção do grau de Mestre em Engenharia Informática

Étude protéomique des partenaires d`interaction de XPA en présence et en absence de dommage à l`ADN

La réparation par excision de nucléotides (NER) permet l'élimination des lésions provoquant une distorsion de la double hélice de l’ADN. Ces lésions sont induites par plusieurs agents environnementaux comme les rayons UV, ainsi que par certaines drogues chimio- thérapeutiques tel que le cisplatine. Des défauts dans la NER conduisent à de rares maladies autosomiques héréditaires : La xérodermie pigmentaire (XP), le syndrome de Cockayne (CS), le syndrome de sensibilité aux UVSS et la trichothiodystrophie (TTD). Ces maladies sont associées soit à une prédisposition élevée au cancer de la peau et / ou à de graves anomalies du développement neurologique. Le groupe de patients XP-A représente le deuxième groupe (XP) le plus fréquent, et possède la forme la plus sévère combinant cancer de la peau avec un haut risque de dégénérescence neurologique. À date, aucune explication n`a été proposée pour les symptômes neurologiques observés chez ces patients. Nous avions suggéré ainsi que la protéine XPA possède d`autres fonctions dans d`autres processus cellulaires, ceci en interagissant avec des partenaires protéiques différents de ceux déjà connus. Afin de confirmer cette hypothèse nous avions réalisé une étude protéomique à grande échelle en combinant la spectrométrie de masse à une immunoprécipitation en Tandem d`affinité (TAP), afin d`identifier de nouvelles protéines interagissant directement avec XPA. Nous avions montré que XPA peut interagir avec MRE11, la protéine clé de la réparation par recombinaison homologue. Des études additionnelles sont requises pour confirmer cette interaction et comprendre sa fonction

Déficience dans la réparation par excision de nucléotides en phase S induite par la séquestration du facteur de réplication RPA

Introduction Les lésions induites par les rayons UV peuvent causer des blocages dans la réplication de l'ADN. Ces dommages sont éliminés par le processus moléculaire très conservé de réparation par excision de nucléotides (NER). Nous avons précédemment démontré que la protéine ATR, une kinase majeure impliquée dans le stress réplicatif, est requise pour une NER efficace, et ce exclusivement durant la phase S. Des résultats subséquents ont suggéré que ce prérequis n’était pas lié à la réponse induite par ATR, mais plutôt d’une conséquence globale causée par la présence de stress réplicatif. En ce sens, nous mettons l’emphase qu’après irradiation UV, le complexe RPA joue un rôle crucial dans l'activation des mécanismes de NER ainsi que dans le redémarrage des fourches de réplication bloquées. Hypothèses: En général, les mutations qui confèrent une augmentation du stress réplicatif engendrent une séquestration excessive du facteur RPA aux fourches de réplication bloquées ce qui réduit son accessibilité pour le NER. Méthodes et résultats: Le modèle de la levure a été choisi pour vérifier cette hypothèse. Nous avons développé un essai de NER spécifique à chacune des phases du cycle cellulaire pour démontrer que les cellules déficientes en Mec1, l’homologue d’ATR, sont défectives dans la réparation par excision de nucléotides spécifiquement en phase S. De plus, plusieurs autres mutants de levure, caractérisés par un niveau de dommages spontanés élevé, ont aussi exhibé un défaut similaire. Ces mutants ont démontré une fréquence et une intensité de formation de foyers de RPA plus élevée. Finalement, une diminution partielle de RPA dans les levures a induit un défaut significatif dans le NER spécifiquement durant la phase S. Conclusion: Nos résultats supportent la notion que la séquestration de RPA aux fourches de réplication endommagées durant la phase S prévient son utilisation pour la réparation par excision de nucléotides ce qui inhibe fortement l'efficacité de réparation. Cette étude chez la levure facilite l’élucidation du phénomène analogue chez l’humain et, ultimement, comprend des implications majeures dans la compréhension du mécanisme de développement des cancers UV-dépendants.

Fractal based techniques for classification of mammograms and identification of microcalcifications

After skin cancer, breast cancer accounts for the second greatest number of cancer diagnoses in women. Currently the etiologies of breast cancer are unknown, and there is no generally accepted therapy for preventing it. Therefore, the best way to improve the prognosis for breast cancer is early detection and treatment. Computer aided detection systems (CAD) for detecting masses or micro-calcifications in mammograms have already been used and proven to be a potentially powerful tool , so the radiologists are attracted by the effectiveness of clinical application of CAD systems. Fractal geometry is well suited for describing the complex physiological structures that defy the traditional Euclidean geometry, which is based on smooth shapes. The major contribution of this research include the development of • A new fractal feature to accurately classify mammograms into normal and normal (i)With masses (benign or malignant) (ii) with microcalcifications (benign or malignant) • A novel fast fractal modeling method to identify the presence of microcalcifications by fractal modeling of mammograms and then subtracting the modeled image from the original mammogram. The performances of these methods were evaluated using different standard statistical analysis methods. The results obtained indicate that the developed methods are highly beneficial for assisting radiologists in making diagnostic decisions. The mammograms for the study were obtained from the two online databases namely, MIAS (Mammographic Image Analysis Society) and DDSM (Digital Database for Screening Mammography.

"Whole-Exome Sequencing Enables Rapid Determination of Xeroderma Pigmentosum Molecular Etiology"

Xeroderma pigmentosum (XP) is a rare autosomal recessive disorder haracterized by extreme sensitivity to actinic pigmentation changes in the skin and increased incidence of skin cancer. In some cases, patients are affected by neurological alterations. XP is caused by mutations in 8 distinct genes (XPA through XPG and XPV). The XP-V (variant) subtype of the disease results from mutations in a gene (XPV, also named POLH) which encodes for Polg, a member of the Y-DNA polymerase family. Although the presence and severity of skin and neurological dysfunctions differ between XP subtypes, there are overlapping clinical features among subtypes such that the sub-type cannot be deduced from the clinical features. In this study, in order to overcome this drawback, we undertook whole-exome sequencing in two XP sibs and their father. We identified a novel homozygous nonsense mutation (c.897T.G, p.Y299X) in POLH which causes the disease. Our results demonstrate that next generation sequencing is a powerful approach to rapid determination of XP genetic etiology.

Tratamiento de Artritis reumatoide con antagonistas del factor de necrosis tumoral alfa y su asociación con el desarrollo de melanoma cutáneo: revisión sistemática de la literatura y meta-análisis.

Introducción: El tratamiento con antagonistas del factor de necrosis tumoral alfa (anti TNF) ha impactado el pronóstico y la calidad de vida de los pacientes con artritis reumatoide (AR) positivamente, sin embargo, se interroga un incremento en el riesgo de desarrollar melanoma. Objetivo: Conocer la asociación entre el uso de anti TNF y el desarrollo de melanoma maligno en pacientes con AR. Metodología: Se realizó una búsqueda sistemática en MEDLINE, EMBASE, COCHRANE LIBRARY y LILACS para ensayos clínicos, estudios observacionales, revisiones y meta-análisis en pacientes adultos con diagnóstico de AR y manejo con anti TNF (Certolizumab pegol, Adalimumab, Etanercept, Infliximab y Golimumab). Resultados: 37 estudios clínicos cumplieron los criterios de inclusión para el meta-análisis, con una población de 16567 pacientes. El análisis de heterogeneidad no fue significativo (p=1), no se encontró diferencia en el riesgo entre los grupos comparados DR -0.00 (IC 95% -0.001; -0.001). Un análisis adicional de los estudios en los que se reportó al menos 1 caso de melanoma (4222 pacientes) tampoco mostró diferencia en el riesgo DR -0.00 (IC 95% -0.004 ; -0.003). Conclusión: En la evidencia disponible a la fecha no encontramos asociación significativa entre el tratamiento con anti TNF en pacientes con diagnóstico de AR y el desarrollo de melanoma cutáneo.

Actitudes hacia el VIH/SIDA, el cáncer y la enfermedad de Alzheimer

Esta revisión de la literatura tuvo como objetivo describir las actitudes hacia el VIH/SIDA, el cáncer y la Enfermedad de Alzheimer desde el modelo tripartito. Se revisaron 109 artículos publicados entre 2005 y 2015 en algunas bases de datos especializadas y herramientas de análisis de impacto. También se incluyeron fuentes secundarias ampliándose la búsqueda a los últimos 20 años (1995-2015). Los resultados mostraron que la mayoría de los estudios realizados sobre las actitudes hacia estas tres enfermedades son de tipo cuantitativo y la información se analizó con base en los componentes del modelo tripartito. Algunos aspectos sociodemográficos como el sexo y la edad están asociados con las actitudes hacia las tres enfermedades y predominan las creencias erróneas sobre ellas respecto a sus causas, curso y tratamiento. También predominan actitudes negativas hacia las tres enfermedades y las conductas e intenciones conductuales son diversas hacia cada una de ellas. No se hallaron antecedentes empíricos del estudio de la estructura de las actitudes propuesta por el modelo tripartito hacia las tres enfermedades. La Salud Pública ha liderado la investigación con base en el modelo de conocimientos, actitudes y prácticas propuesto por la OMS.

Cutaneos angioleiomyosarcoma in a dog

Um Labrador Retriever macho com 6 anos de idade foi submetido a uma cirurgia para extirpação de um nódulo localizado na região posterior do cotovelo, que mimetizava clinicamente um higroma. Microscopicamente o nódulo caracteriza-se por apresentar uma neoformação multinodular não capsulada que apresenta uma proliferação de células fusiformes intimamente ligadas aos vasos sanguíneos e que dão a percepção de ter origem na camada muscular da túnica média. Foi feita a caracterização imunohistoquímica e houve imunomarcação positiva das células neoplásicas para a vimentina e α-actina e negativas para desmina e S100. A imagem microscópica e a imunohistoquímica são compatíveis com o diagnóstico de angioleiomiossarcoma cutâneo.

Imagem por ressonância magnética da vasculatura da pele humana : viabilidade no contexto clínico

Imagiologia por Ressonância Magnética (IRM) é uma modalidade de imagem médica que está a recuperar o interesse como uma técnica não invasiva no estudo da pele. Tipicamente campos magnéticos de elevada densidade e quipamentos específicos são usados. Este facto limita o usos da técnica a laboratórios e centros de investigação especializados. Neste trabalho estudou-se a viabilidade do uso da IRM no estudo da pele e da sua vasculatura usando equipamento convencional disponível em contexto clínico. Sequências IRM para imagem estrutural e veascular foram optimizadas e testadas para obtenção de imagens da pele do punho de 6 voluntários saudáveis. As sequências observáveis dos vasos, razão sinal-ruído, e razão contraste-ruído. Foi observado que duas sequências volumétricas baseadas em eco de gradiente e com ponderações T1 e T2 forneciam informação complementar em respeito à vasculatura da pele com resoluções espaciais da ordem dos micrómetros, podendo ainda esta informação ser fundida com imagens estruturais das cadamas da pele. Foi igualmente observado que estas sequências fornecem informação útil usando equipamento convencional e perspectiva-se a sua utilização no estudo das vasculatura de tumores cutâneos e na doença vascular periférica.

Estabilidade e eficácia de fotoprotetores contendo filtros inorgânicos e quercetina

A exposição ao sol traz benefícios à saúde, no entanto, o excesso pode ocasionar danos cutâneos dentre os quais se destacam as neoplasias. A fotoproteção é um método para a prevenção dos efeitos danosos da radiação ultravioleta (UV) e a biodiversidade Brasileira é campo fértil para pesquisas nesta área. Dessa forma, os objetivos deste estudo envolveram o desenvolvimento de formulações fotoprotetoras contendo quercetina (composto bioativo) e filtros solares físicos (dióxido de titânio e óxido de zinco), com posterior caracterização das formulações e avaliação da sua estabilidade. As formulações contendo o composto bioativo, isolado ou em associação com os filtros físicos, possuíram valores de pH biocompatíveis com a pele,intervalo de viscosidade aparente entre 10550 e 23600 cP; fator de proteção solar (FPS) estimado entre 2.1 e 22.5; e amplo espectro de proteção, com comprimentos de onda crítico acima de 379 nm. Constatou-se que não foi adequado utilizar a quercetina associada aos filtros solares físicos devido às interações negativas que ocorreram entre o composto e os metais, somente identificadas ao longo do estudo de estabilidade. No entanto, em função da eficácia estimada in vitro apresentada pelo flavonoide, seu uso ainda pode ser explorado como substituto alternativo aos filtros solares clássicos.

Tyrosinase activated melanoma prodrugs

Metastatic malignant melanoma remains a highly aggressive form of skin cancer for which no reliable methods for treatment exist. Given the increasing incidence of this cancer, considerable attention has focused on the development of new and improved methods for tackling this disease. Within this article, methods for treating melanoma are reviewed and discussed with particular attention focusing on prodrugs that are activated by the tyrosinase enzyme. This enzyme is up-regulated and is of elevated activity within malignant melanomas compared with healthy melanocytes, providing an ideal in-situ tool for the activation of melanoma prodrugs. By way of background to the prodrug strategies discussed within this review, the causes of melanoma, the enzymology of tyrosinase, and the chemistry of the biosynthetic pathways associated with melanogenesis are presented. Aspects of the design, mode of action, and biological profiles of key prodrugs that are activated by tyrosinase, and that show potential for the treatment of melanoma, are then presented and compared.

Role of SOCS-1 Gene on Melanoma Cell Growth and Tumor Development

Melanoma is the most aggressive form of skin cancer, and its incidence has increased dramatically over the years. The murine B16F10 melanoma in syngeneic C57Bl/6 mice has been used as a highly aggressive model to investigate tumor development. Presently, we demonstrate in the B16F10-Nex2 subclone that silencing of SOCS-1, a negative regulator of Jak/Stat pathway, leads to reversal of the tumorigenic phenotype and inhibition of melanoma cell metastasis. SOCS-1 silencing with short hairpin RNA affected tumor growth and cell cycle regulation with arrest at the S phase with large-sized nuclei, reduced cell motility, and decreased melanoma cell invasion through Matrigel. A clonogenic assay showed that SOCS-1 acted as a modulator of resistance to anoikis. In addition, down-regulation of SOCS-1 decreased the expression of epidermal growth factor receptor ( mainly the phosphorylated-R), Ins-R alpha, and fibroblast growth factor receptor. In vivo, silencing of SOCS-1 inhibited subcutaneous tumor growth and metastatic development in the lungs. Because SOCS-1 is expressed in most melanoma cell lines and bears a relation with tumor invasion, thickness, and stage of disease, the present results on the effects of SOCS-1 silencing in melanoma suggest that this regulating protein can be a target of cancer therapy.

CPDs and 6-4PPs play different roles in UV-induced cell death in normal and NER-deficient human cells

Ultraviolet (UV) light generates two major DNA lesions: cyclobutane pyrimidine dimers (CPDs) and pyrimidine-(6-4)-pyrimidone photoproducts (6-4PPs), but the specific participation of these two lesions in the deleterious effects of UV is a longstanding question. In order to discriminate the precise role of unrepaired CPDs and 6-4PPs in UV-induced responses triggering cell death, human fibroblasts were transduced by recombinant adenoviruses carrying the CPD-photolyase or 6-4PP-photolyase cDNAs. Both photolyases were able to prevent UV-induced apoptosis in cells deficient for nucleotide excision repair (NER) to a similar extent, while in NER-proficient cells UV-induced apoptosis was prevented only by CPD-photolyase, with no effects observed when 6-4PPs were removed by the specific photolyase. These results strongly suggest that both CPDs and 6-4PPs contribute to UV-induced apoptosis in NER-deficient cells, while in NER-proficient cells, CPDs are the only lesions responsible for UV-killing, probably due to the rapid repair of 6-4PPs by NER. As a consequence, the difference in skin photosensitivity, including carcinogenesis, of most of the xeroderma pigmentosum patients and of normal people is probably not only a quantitative aspect, but depends on the type of DNA damage induced by sunlight and its rate of repair. (c) 2007 Elsevier B.V. All rights reserved.

Differential Antitumor Effects of IgG and IgM Monoclonal Antibodies and Their Synthetic Complementarity-Determining Regions Directed to New Targets of B16F10-Nex2 Melanoma Cells

Malignant melanoma has increased incidence worldwide and causes most skin cancer-related deaths. A few cell surface antigens that can be targets of antitumor immunotherapy have been characterized in melanoma. This is an expanding field because of the ineffectiveness of conventional cancer therapy for the metastatic form of melanoma. In the present work, antimelanoma monoclonal antibodies (mAbs) were raised against B16F10 cells (subclone Nex4, grown in murine serum), with novel specificities and antitumor effects in vitro and in vivo. MAb A4 (IgG2ak) recognizes a surface antigen on B16F10-Nex2 cells identified as protocadherin beta(13). It is cytotoxic in vitro and in vivo to B16F10-Nex2 cells as well as in vitro to human melanoma cell lines. MAb A4M (IgM) strongly reacted with nuclei of permeabilized murine tumor cells, recognizing histone 1. Although it is not cytotoxic in vitro, similarly with mAb A4, mAb A4M significantly reduced the number of lung nodules in mice challenged intravenously with B16F10-Nex2 cells. The V(H) CDR3 peptide from mAb A4 and V(L) CDR1 and CDR2 from mAb A4M showed significant cytotoxic activities in vitro, leading tumor cells to apoptosis. A cyclic peptide representing A4 CDR H3 competed with mAb A4 for binding to melanoma cells. MAb A4M CDRs L1 and L2 in addition to the antitumor effect also inhibited angiogenesis of human umbilical vein endothelial cells in vitro. As shown in the present work, mAbs A4 and A4M and selected CDR peptides are strong candidates to be developed as drugs for antitumor therapy for invasive melanoma.

Is optimistic bias influenced by control or delay?

Optimistic bias is a commonly observed but poorly explained phenomenon. Our aim was to determine whether optimistic bias varied according to the nature of the event. Two event characteristics were explored: control and delay. A sample of 100 participants aged 18–30 years was randomly selected from the local residential telephone directory. Respondents were interviewed over the telephone. The highly structured interview schedule assessed respondents' perceptions of their own risk, and the risk of an average person of their age and sex for experiencing four negative life events: developing skin cancer, being involved in a serious car accident as the driver, being involved in a serious car accident as a passenger and having to wear a hearing aid. It also assessed respondents' perceptions of control and delay for each event. Data analysis using a repeated-measures MANOVA showed that optimistic bias occurred for all four events. Optimistic bias was significantly greater for the two events high in control (skin cancer and accident as the driver) than for those low in control (accident as a passenger and hearing aid). Delay was not related to the magnitude of optimistic bias. These findings have implications for health promotion campaigns and self-protective behaviors.